Senior Full-Stack Engineer - Toronto, Canada
Company:Human Agency
Location:Canada, EST, PST
Languages:English
Seniority level:Senior
Skills:
Backend DevelopmentPythonSoftware DevelopmentArtificial IntelligenceFrontend DevelopmentMachine LearningReact.jsRuby on RailsSnowflakeVue.JsCI/CDRESTful APIsDevOps
Requirements:
- Proficiency in Python and Ruby on Rails, with significant backend experience.
- Experience in designing secure systems, including encryption workflows and document protection mechanisms.
- Hands-on expertise in integrating generative AI tools (OpenAI APIs, LangChain, Hugging Face).
- Strong knowledge of RAG techniques, vector databases (Pinecone, Weaviate), and embedding pipelines.
- Ability to operationalize AI/ML models and build workflows for enterprise clients.
- Frontend development experience in modern frameworks (React, Vue).
- Strong testing background with automated and manual testing experience.
- Ability to manage data recovery, audits, and compliance workflows.
- Strong problem-solving and analytical skills.
- Excellent communication skills.
Responsibilities:
- Develop backend algorithms for content processing and LLM integration.
- Build APIs and services for content workflow management.
- Create secure PDF upload workflows with encryption.
- Integrate authentication mechanisms like Okta.
- Enable data recovery, auditing, and enterprise administrative tools.
- Collaborate with AI/ML teams to operationalize models like OCR and generative AI.
- Implement RAG use cases with vector databases and embedding techniques.
- Design workflows for large-scale data processing for AI integrations.
- Establish CI/CD pipelines and formal release structures.
- Conduct security evaluations and optimize performance.
- Manage infrastructure and workflows for custom AI solutions.
- Build integrations and proof-of-concept applications.
- Evaluate and implement tools for classification, indexing, and data management.
- Support development of enterprise-grade AI solutions.
